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Metabolic activity organizes olfactory representations | eLife Just as the brain’s visual representations have evolved around the natural statistics of light and shapes, the natural statistics of metabolism appear to shape the brain’s representation of the olfactory world
Metabolic activity organizes olfactory representations - PMC We show that metabolic reactions that determine the states of all living things – and the odors they emit – explain the organization of POM, and that multi-step reaction paths are smooth trajectories in POM Finally, we identify strong associations between POM and the natural co-occurrence of molecules in natural substances
Metabolic activity organizes olfactory - ProQuest A key idea is that neural networks can build representations of objects that are flexible enough to support transfer learning to new tasks (as shown in Lee et al , 2022)
Metabolic activity organizes olfactory representations - bioRxiv Abstract Hearing and vision sensory systems are tuned to the natural statistics of acoustic and electromagnetic energy on ea h, and are evolved to be sensitive in ethologically relevant ranges But what are the natural statistics of odors, and how do olfactory systems exploit them?
Metabolic activity organizes olfactory representations Dive into the research topics of 'Metabolic activity organizes olfactory representations' Together they form a unique fingerprint Qian, W W , Wei, J N , Sanchez-Lengeling, B , Lee, B K , Luo, Y , Vlot, M , Dechering, K , Peng, J , Gerkin, R C , Wiltschko, A B (2023)
Metabolic activity organizes olfactory representations - eLife le frame-work to study the organization of odor space We show that metabolic reactions that determine the states of all living things – and the odors they emit – explain the organization of POM, and that mul i- step reaction paths are smooth trajectories in POM Finally, we identify strong associations between POM and the nat
Metabolic activity organizes olfactory representations - PMC Just as the brain’s visual representations have evolved around the natural statistics of light and shapes, the natural statistics of metabolism appear to shape the brain’s representation of the olfactory world
Metabolic activity organizes olfactory representations Using this olfactory representation (principal odor map [POM]), we find that odorous compounds with similar POM representations are more likely to co-occur within a substance and be
Metabolic activity organizes olfactory representations - bioRxiv Abstract Hearing and vision sensory systems are tuned to the natural statistics of acoustic and electromagnetic energy on ea h, and are evolved to be sensitive in ethologically relevant ranges But what are the natural statistics of odors, and how do olfactory systems exploit them?
Metabolic activity organizes olfactory representations - Sciety Just as the brain’s visual representations have evolved around the natural statistics of light and shapes, the natural statistics of metabolism appear to shape the brain’s representation of the olfactory world